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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NIPSNAP3A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
78.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
58.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
54.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
51.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
49.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
45.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
45.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
43.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
43.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
42.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
42.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
41.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
37.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
36.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
35.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
32.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
32.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
31.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
30.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
29.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NIPSNAP3A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.1
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
47.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NIPSNAP3A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
77.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
67.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
63.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
56.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
55.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
53.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
47.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
47.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
47.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
45.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
44.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
41.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
37.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
34.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NIPSNAP3A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.8
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
1.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
1.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
1.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
1.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.9
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.9
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.8
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.8
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.8
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.8
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.8
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.9
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.9
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.9
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-1.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
